Dataset statistics
| Number of variables | 15 |
|---|---|
| Number of observations | 1117894 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 127.9 MiB |
| Average record size in memory | 120.0 B |
Variable types
| Categorical | 3 |
|---|---|
| Numeric | 12 |
zyklus_ is highly correlated with time_amin and 3 other fields | High correlation |
temperature_amax is highly correlated with temperature_amin and 2 other fields | High correlation |
temperature_amin is highly correlated with temperature_amax and 2 other fields | High correlation |
temperature_mean is highly correlated with temperature_amax and 2 other fields | High correlation |
time_amin is highly correlated with zyklus_ and 5 other fields | High correlation |
time_entladen_stark_vorher is highly correlated with zyklus_ and 4 other fields | High correlation |
time_entladen_leicht_vorher is highly correlated with zyklus_ and 3 other fields | High correlation |
time_laden_stark_vorher is highly correlated with zyklus_ and 5 other fields | High correlation |
time_pause_vorher is highly correlated with time_amin and 2 other fields | High correlation |
time_temp_hoch is highly correlated with temperature_amax and 2 other fields | High correlation |
time_temp_hoch_vorher is highly correlated with time_amin and 3 other fields | High correlation |
zyklus_ is highly correlated with time_amin and 3 other fields | High correlation |
temperature_amax is highly correlated with temperature_amin and 1 other fields | High correlation |
temperature_amin is highly correlated with temperature_amax and 1 other fields | High correlation |
temperature_mean is highly correlated with temperature_amax and 1 other fields | High correlation |
time_amin is highly correlated with zyklus_ and 4 other fields | High correlation |
time_entladen_stark_vorher is highly correlated with zyklus_ and 3 other fields | High correlation |
time_entladen_leicht_vorher is highly correlated with zyklus_ and 2 other fields | High correlation |
time_laden_stark_vorher is highly correlated with zyklus_ and 3 other fields | High correlation |
time_pause_vorher is highly correlated with time_amin and 1 other fields | High correlation |
zyklus_ is highly correlated with time_amin and 3 other fields | High correlation |
temperature_amax is highly correlated with temperature_amin and 2 other fields | High correlation |
temperature_amin is highly correlated with temperature_amax and 2 other fields | High correlation |
temperature_mean is highly correlated with temperature_amax and 2 other fields | High correlation |
time_amin is highly correlated with zyklus_ and 4 other fields | High correlation |
time_entladen_stark_vorher is highly correlated with zyklus_ and 3 other fields | High correlation |
time_entladen_leicht_vorher is highly correlated with zyklus_ and 3 other fields | High correlation |
time_laden_stark_vorher is highly correlated with zyklus_ and 4 other fields | High correlation |
time_pause_vorher is highly correlated with time_amin and 1 other fields | High correlation |
time_temp_hoch is highly correlated with temperature_amax and 2 other fields | High correlation |
comment_ is highly correlated with type_ | High correlation |
type_ is highly correlated with comment_ | High correlation |
batteryname_ is highly correlated with zyklus_ and 7 other fields | High correlation |
amperestunden is highly correlated with comment_ and 1 other fields | High correlation |
zyklus_ is highly correlated with batteryname_ and 6 other fields | High correlation |
comment_ is highly correlated with amperestunden and 2 other fields | High correlation |
type_ is highly correlated with amperestunden and 1 other fields | High correlation |
temperature_amax is highly correlated with batteryname_ and 2 other fields | High correlation |
temperature_amin is highly correlated with batteryname_ and 2 other fields | High correlation |
temperature_mean is highly correlated with batteryname_ and 2 other fields | High correlation |
time_amin is highly correlated with zyklus_ and 5 other fields | High correlation |
time_entladen_stark_vorher is highly correlated with batteryname_ and 6 other fields | High correlation |
time_entladen_leicht_vorher is highly correlated with batteryname_ and 6 other fields | High correlation |
time_laden_stark_vorher is highly correlated with zyklus_ and 5 other fields | High correlation |
time_pause_vorher is highly correlated with batteryname_ and 6 other fields | High correlation |
time_temp_hoch is highly correlated with comment_ | High correlation |
time_temp_hoch_vorher is highly correlated with batteryname_ and 6 other fields | High correlation |
time_temp_hoch is highly skewed (γ1 = 46.20583322) | Skewed |
amperestunden has 561175 (50.2%) zeros | Zeros |
time_temp_hoch has 475649 (42.5%) zeros | Zeros |
Reproduction
| Analysis started | 2021-12-16 20:35:20.572309 |
|---|---|
| Analysis finished | 2021-12-16 20:37:20.420741 |
| Duration | 1 minute and 59.85 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
| Distinct | 28 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.5 MiB |
| RW9 | |
|---|---|
| RW10 | |
| RW12 | |
| RW11 | |
| RW13 | 56049 |
| Other values (23) |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.799878164 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | RW1 |
|---|---|
| 2nd row | RW1 |
| 3rd row | RW1 |
| 4th row | RW1 |
| 5th row | RW1 |
Common Values
| Value | Count | Frequency (%) |
| RW9 | 113578 | 10.2% |
| RW10 | 110818 | 9.9% |
| RW12 | 110013 | 9.8% |
| RW11 | 109389 | 9.8% |
| RW13 | 56049 | 5.0% |
| RW15 | 47720 | 4.3% |
| RW14 | 45868 | 4.1% |
| RW21 | 42700 | 3.8% |
| RW16 | 42366 | 3.8% |
| RW23 | 41694 | 3.7% |
| Other values (18) | 397699 |
Length
| Value | Count | Frequency (%) |
| rw9 | 113578 | 10.2% |
| rw10 | 110818 | 9.9% |
| rw12 | 110013 | 9.8% |
| rw11 | 109389 | 9.8% |
| rw13 | 56049 | 5.0% |
| rw15 | 47720 | 4.3% |
| rw14 | 45868 | 4.1% |
| rw21 | 42700 | 3.8% |
| rw16 | 42366 | 3.8% |
| rw23 | 41694 | 3.7% |
| Other values (18) | 397699 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 133952 |
|---|---|
| Distinct (%) | 12.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0008962882368 |
| Minimum | -2.147068874 |
|---|---|
| Maximum | 2.147192722 |
| Zeros | 561175 |
| Zeros (%) | 50.2% |
| Negative | 132910 |
| Negative (%) | 11.9% |
| Memory size | 8.5 MiB |
Quantile statistics
| Minimum | -2.147068874 |
|---|---|
| 5-th percentile | -0.07607496247 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.03333415301 |
| 95-th percentile | 0.1249883721 |
| Maximum | 2.147192722 |
| Range | 4.294261596 |
| Interquartile range (IQR) | 0.03333415301 |
Descriptive statistics
| Standard deviation | 0.1607122953 |
|---|---|
| Coefficient of variation (CV) | 179.3087187 |
| Kurtosis | 70.73545931 |
| Mean | 0.0008962882368 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -5.806977835 |
| Sum | 1001.955242 |
| Variance | 0.02582844187 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 561175 | |
| 0.03333469945 | 6578 | 0.6% |
| 0.03333442623 | 6554 | 0.6% |
| 0.03333497268 | 5728 | 0.5% |
| 0.03333415301 | 5289 | 0.5% |
| 0.0333352459 | 4412 | 0.4% |
| 0.05833442623 | 4166 | 0.4% |
| 0.05833469945 | 4108 | 0.4% |
| 0.02499945355 | 3951 | 0.4% |
| 0.02499918033 | 3916 | 0.4% |
| Other values (133942) | 512017 |
| Value | Count | Frequency (%) |
| -2.147068874 | 1 | |
| -2.146239065 | 1 | |
| -2.143412219 | 1 | |
| -2.143024259 | 1 | |
| -2.142788818 | 1 | |
| -2.142226376 | 1 | |
| -2.139796562 | 1 | |
| -2.13836283 | 1 | |
| -2.137620586 | 1 | |
| -2.137435847 | 1 |
| Value | Count | Frequency (%) |
| 2.147192722 | 1 | |
| 2.141582404 | 1 | |
| 2.138831784 | 1 | |
| 2.137437355 | 1 | |
| 2.136908838 | 1 | |
| 2.134823039 | 1 | |
| 2.134648283 | 1 | |
| 2.133916152 | 1 | |
| 2.132614816 | 1 | |
| 2.131995793 | 1 |
| Distinct | 113578 |
|---|---|
| Distinct (%) | 10.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32472.33152 |
| Minimum | 0 |
|---|---|
| Maximum | 113577 |
| Zeros | 28 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1996 |
| Q1 | 10087 |
| median | 22971 |
| Q3 | 44851 |
| 95-th percentile | 96975 |
| Maximum | 113577 |
| Range | 113577 |
| Interquartile range (IQR) | 34764 |
Descriptive statistics
| Standard deviation | 29157.94647 |
|---|---|
| Coefficient of variation (CV) | 0.8979320274 |
| Kurtosis | 0.2050848016 |
| Mean | 32472.33152 |
| Median Absolute Deviation (MAD) | 15201 |
| Skewness | 1.106899109 |
| Sum | 3.630062457 × 1010 |
| Variance | 850185842.5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 28 | < 0.1% |
| 4738 | 28 | < 0.1% |
| 4749 | 28 | < 0.1% |
| 4748 | 28 | < 0.1% |
| 4747 | 28 | < 0.1% |
| 4746 | 28 | < 0.1% |
| 4745 | 28 | < 0.1% |
| 4744 | 28 | < 0.1% |
| 4743 | 28 | < 0.1% |
| 4742 | 28 | < 0.1% |
| Other values (113568) | 1117614 |
| Value | Count | Frequency (%) |
| 0 | 28 | |
| 1 | 28 | |
| 2 | 28 | |
| 3 | 28 | |
| 4 | 28 | |
| 5 | 28 | |
| 6 | 28 | |
| 7 | 28 | |
| 8 | 28 | |
| 9 | 28 |
| Value | Count | Frequency (%) |
| 113577 | 1 | |
| 113576 | 1 | |
| 113575 | 1 | |
| 113574 | 1 | |
| 113573 | 1 | |
| 113572 | 1 | |
| 113571 | 1 | |
| 113570 | 1 | |
| 113569 | 1 | |
| 113568 | 1 |
| Distinct | 23 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.5 MiB |
| rest (random walk) | |
|---|---|
| discharge (random walk) | |
| charge (random walk) | |
| rest post random walk discharge | 24699 |
| charge (after random walk discharge) | 21513 |
| Other values (18) | 16558 |
Length
| Max length | 36 |
|---|---|
| Median length | 20 |
| Mean length | 20.78333813 |
| Min length | 16 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | low current discharge at 0.04A |
|---|---|
| 2nd row | low current charge |
| 3rd row | reference charge |
| 4th row | reference discharge |
| 5th row | reference charge |
Common Values
| Value | Count | Frequency (%) |
| rest (random walk) | 520051 | |
| discharge (random walk) | 425240 | |
| charge (random walk) | 109833 | 9.8% |
| rest post random walk discharge | 24699 | 2.2% |
| charge (after random walk discharge) | 21513 | 1.9% |
| pulsed load (discharge) | 5068 | 0.5% |
| pulsed load (rest) | 5029 | 0.4% |
| reference charge | 950 | 0.1% |
| reference discharge | 950 | 0.1% |
| pulsed charge (charge) | 853 | 0.1% |
| Other values (13) | 3708 | 0.3% |
Length
| Value | Count | Frequency (%) |
| random | 1101336 | |
| walk | 1101336 | |
| rest | 553151 | |
| discharge | 479123 | |
| charge | 135719 | 3.9% |
| post | 26900 | 0.8% |
| after | 21513 | 0.6% |
| pulsed | 12289 | 0.4% |
| load | 10583 | 0.3% |
| reference | 4182 | 0.1% |
| Other values (7) | 1287 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.5 MiB |
| R | |
|---|---|
| D | |
| C |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | D |
|---|---|
| 2nd row | C |
| 3rd row | C |
| 4th row | D |
| 5th row | C |
Common Values
| Value | Count | Frequency (%) |
| R | 561172 | |
| D | 423810 | |
| C | 132912 | 11.9% |
Length
Pie chart
| Value | Count | Frequency (%) |
| r | 561172 | |
| d | 423810 | |
| c | 132912 | 11.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
temperature_amax
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 41837 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -70.04370649 |
| Minimum | -4099.44775 |
|---|---|
| Maximum | 59.78934 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 28608 |
| Negative (%) | 2.6% |
| Memory size | 8.5 MiB |
Quantile statistics
| Minimum | -4099.44775 |
|---|---|
| 5-th percentile | 20.55078 |
| Q1 | 26.2608 |
| median | 31.74998 |
| Q3 | 39.58841 |
| 95-th percentile | 47.6367 |
| Maximum | 59.78934 |
| Range | 4159.23709 |
| Interquartile range (IQR) | 13.32761 |
Descriptive statistics
| Standard deviation | 644.3293729 |
|---|---|
| Coefficient of variation (CV) | -9.198961695 |
| Kurtosis | 34.93001804 |
| Mean | -70.04370649 |
| Median Absolute Deviation (MAD) | 6.19929 |
| Skewness | -6.075094837 |
| Sum | -78301439.22 |
| Variance | 415160.3408 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -4093.927 | 13395 | 1.2% |
| -4094.09814 | 9175 | 0.8% |
| -4099.44775 | 3300 | 0.3% |
| -4059.5376 | 1978 | 0.2% |
| 25.4008 | 327 | < 0.1% |
| 25.92998 | 312 | < 0.1% |
| 24.43581 | 306 | < 0.1% |
| 36.97732 | 303 | < 0.1% |
| 25.30741 | 300 | < 0.1% |
| 24.99612 | 300 | < 0.1% |
| Other values (41827) | 1088198 |
| Value | Count | Frequency (%) |
| -4099.44775 | 3300 | 0.3% |
| -4094.09814 | 9175 | |
| -4093.927 | 13395 | |
| -4089.49561 | 2 | < 0.1% |
| -4084.72437 | 1 | < 0.1% |
| -4083.25146 | 1 | < 0.1% |
| -4077.05518 | 1 | < 0.1% |
| -4071.2605 | 1 | < 0.1% |
| -4059.5376 | 1978 | 0.2% |
| -4055.58179 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 59.78934 | 1 | |
| 59.71331 | 1 | |
| 58.96771 | 2 | |
| 58.73773 | 1 | |
| 58.66168 | 2 | |
| 58.64647 | 2 | |
| 58.61578 | 2 | |
| 58.5716 | 2 | |
| 58.41876 | 2 | |
| 58.40967 | 2 |
temperature_amin
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 42013 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -75.54420326 |
| Minimum | -4099.44775 |
|---|---|
| Maximum | 58.64647 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 29984 |
| Negative (%) | 2.7% |
| Memory size | 8.5 MiB |
Quantile statistics
| Minimum | -4099.44775 |
|---|---|
| 5-th percentile | 19.77053 |
| Q1 | 25.60313 |
| median | 31.18026 |
| Q3 | 38.86047 |
| 95-th percentile | 47.20129 |
| Maximum | 58.64647 |
| Range | 4158.09422 |
| Interquartile range (IQR) | 13.25734 |
Descriptive statistics
| Standard deviation | 659.0978893 |
|---|---|
| Coefficient of variation (CV) | -8.724665306 |
| Kurtosis | 33.11310627 |
| Mean | -75.54420326 |
| Median Absolute Deviation (MAD) | 6.28955 |
| Skewness | -5.923924832 |
| Sum | -84450411.56 |
| Variance | 434410.0276 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -4093.927 | 14537 | 1.3% |
| -4094.09814 | 9176 | 0.8% |
| -4099.44775 | 3432 | 0.3% |
| -4059.5376 | 2060 | 0.2% |
| 23.81324 | 324 | < 0.1% |
| 25.4008 | 320 | < 0.1% |
| 24.99612 | 312 | < 0.1% |
| 25.08951 | 312 | < 0.1% |
| 25.28563 | 311 | < 0.1% |
| 24.21791 | 310 | < 0.1% |
| Other values (42003) | 1086800 |
| Value | Count | Frequency (%) |
| -4099.44775 | 3432 | 0.3% |
| -4094.09814 | 9176 | |
| -4093.927 | 14537 | |
| -4089.49561 | 2 | < 0.1% |
| -4088.13281 | 1 | < 0.1% |
| -4086.08716 | 1 | < 0.1% |
| -4084.72437 | 1 | < 0.1% |
| -4083.25146 | 1 | < 0.1% |
| -4077.05518 | 2 | < 0.1% |
| -4073.64624 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 58.64647 | 1 | < 0.1% |
| 58.25102 | 1 | < 0.1% |
| 58.06852 | 2 | |
| 58.04459 | 2 | |
| 58.0381 | 2 | |
| 57.99247 | 1 | < 0.1% |
| 57.97726 | 2 | |
| 57.85558 | 3 | |
| 57.77954 | 2 | |
| 57.76433 | 2 |
temperature_mean
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 571541 |
|---|---|
| Distinct (%) | 51.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -73.56557161 |
| Minimum | -4099.44775 |
|---|---|
| Maximum | 58.64647 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 29832 |
| Negative (%) | 2.7% |
| Memory size | 8.5 MiB |
Quantile statistics
| Minimum | -4099.44775 |
|---|---|
| 5-th percentile | 20.15407207 |
| Q1 | 25.88329 |
| median | 31.41023913 |
| Q3 | 39.24945861 |
| 95-th percentile | 47.33323855 |
| Maximum | 58.64647 |
| Range | 4158.09422 |
| Interquartile range (IQR) | 13.36616861 |
Descriptive statistics
| Standard deviation | 651.9462108 |
|---|---|
| Coefficient of variation (CV) | -8.862110313 |
| Kurtosis | 33.73386826 |
| Mean | -73.56557161 |
| Median Absolute Deviation (MAD) | 6.223209131 |
| Skewness | -5.972256111 |
| Sum | -82238511.1 |
| Variance | 425033.8618 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -4093.927 | 12915 | 1.2% |
| -4094.09814 | 8819 | 0.8% |
| -4099.44775 | 3300 | 0.3% |
| -4059.5376 | 1968 | 0.2% |
| -4093.927 | 480 | < 0.1% |
| -4094.09814 | 356 | < 0.1% |
| 23.81324 | 169 | < 0.1% |
| 24.524 | 169 | < 0.1% |
| 25.28563 | 166 | < 0.1% |
| 25.4008 | 162 | < 0.1% |
| Other values (571531) | 1089390 |
| Value | Count | Frequency (%) |
| -4099.44775 | 3300 | 0.3% |
| -4094.09814 | 356 | < 0.1% |
| -4094.09814 | 8819 | |
| -4093.927 | 480 | < 0.1% |
| -4093.927 | 12915 | |
| -4093.880091 | 1 | < 0.1% |
| -4093.830088 | 1 | < 0.1% |
| -4093.809222 | 1 | < 0.1% |
| -4093.510848 | 1 | < 0.1% |
| -4093.43715 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 58.64647 | 1 | |
| 58.43728 | 1 | |
| 58.3189834 | 1 | |
| 58.25863 | 1 | |
| 58.16799869 | 1 | |
| 58.0991818 | 1 | |
| 58.06852 | 1 | |
| 58.05056393 | 1 | |
| 58.04459 | 2 | |
| 58.0381 | 1 |
| Distinct | 1117397 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5779503.359 |
| Minimum | 5.04 |
|---|---|
| Maximum | 17607056.33 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.5 MiB |
Quantile statistics
| Minimum | 5.04 |
|---|---|
| 5-th percentile | 547129.167 |
| Q1 | 2524378.915 |
| median | 5335860.175 |
| Q3 | 8458769.213 |
| 95-th percentile | 12524215.22 |
| Maximum | 17607056.33 |
| Range | 17607051.29 |
| Interquartile range (IQR) | 5934390.298 |
Descriptive statistics
| Standard deviation | 3901812.66 |
|---|---|
| Coefficient of variation (CV) | 0.6751121018 |
| Kurtosis | -0.4682331604 |
| Mean | 5779503.359 |
| Median Absolute Deviation (MAD) | 2928068.46 |
| Skewness | 0.5435026405 |
| Sum | 6.460872128 × 1012 |
| Variance | 1.522414203 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 60.04 | 11 | < 0.1% |
| 6373783.04 | 2 | < 0.1% |
| 1923777.7 | 2 | < 0.1% |
| 60.23 | 2 | < 0.1% |
| 1922613.16 | 2 | < 0.1% |
| 5056861.39 | 2 | < 0.1% |
| 7849722.38 | 2 | < 0.1% |
| 619398.22 | 2 | < 0.1% |
| 3525077.12 | 2 | < 0.1% |
| 11620776.83 | 2 | < 0.1% |
| Other values (1117387) | 1117865 |
| Value | Count | Frequency (%) |
| 5.04 | 2 | < 0.1% |
| 5.1 | 1 | < 0.1% |
| 6.62 | 1 | < 0.1% |
| 60.04 | 11 | |
| 60.05 | 1 | < 0.1% |
| 60.23 | 2 | < 0.1% |
| 60.25 | 1 | < 0.1% |
| 60.28 | 1 | < 0.1% |
| 1126.99 | 1 | < 0.1% |
| 1538.07 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 17607056.33 | 1 | |
| 17606756.3 | 1 | |
| 17603941.31 | 1 | |
| 17603889.54 | 1 | |
| 17603889.3 | 1 | |
| 17603829.33 | 1 | |
| 17603829.07 | 1 | |
| 17602256.61 | 1 | |
| 17602256.5 | 1 | |
| 17602255.63 | 1 |
time_entladen_stark_vorher
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 144391 |
|---|---|
| Distinct (%) | 12.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 180321.1266 |
| Minimum | 0 |
|---|---|
| Maximum | 594530.06 |
| Zeros | 568 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 18927.94 |
| Q1 | 89388.45 |
| median | 165653.73 |
| Q3 | 262154.47 |
| 95-th percentile | 362480.56 |
| Maximum | 594530.06 |
| Range | 594530.06 |
| Interquartile range (IQR) | 172766.02 |
Descriptive statistics
| Standard deviation | 114013.6962 |
|---|---|
| Coefficient of variation (CV) | 0.6322814102 |
| Kurtosis | 0.301324253 |
| Mean | 180321.1266 |
| Median Absolute Deviation (MAD) | 85273.94 |
| Skewness | 0.6347070008 |
| Sum | 2.015799055 × 1011 |
| Variance | 1.299912292 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 568 | 0.1% |
| 300 | 155 | < 0.1% |
| 151340.62 | 150 | < 0.1% |
| 137434.53 | 118 | < 0.1% |
| 600 | 118 | < 0.1% |
| 31263.23 | 114 | < 0.1% |
| 56564.46 | 114 | < 0.1% |
| 98853.3 | 112 | < 0.1% |
| 105957.72 | 112 | < 0.1% |
| 242250.17 | 110 | < 0.1% |
| Other values (144381) | 1116223 |
| Value | Count | Frequency (%) |
| 0 | 568 | |
| 0.01 | 4 | < 0.1% |
| 287.68 | 32 | < 0.1% |
| 300 | 155 | < 0.1% |
| 300.01 | 41 | < 0.1% |
| 300.02 | 11 | < 0.1% |
| 300.03 | 6 | < 0.1% |
| 347.68 | 2 | < 0.1% |
| 364.23 | 5 | < 0.1% |
| 407.68 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 594530.06 | 2 | < 0.1% |
| 594472.51 | 6 | |
| 594435.32 | 4 | |
| 594399.82 | 4 | |
| 594346.12 | 4 | |
| 594292.21 | 4 | |
| 594237.41 | 4 | |
| 594230.13 | 2 | < 0.1% |
| 594170.13 | 4 | |
| 594168.88 | 4 |
time_entladen_leicht_vorher
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 279113 |
|---|---|
| Distinct (%) | 25.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1274444.71 |
| Minimum | 0 |
|---|---|
| Maximum | 4369229.81 |
| Zeros | 37 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 72243.49 |
| Q1 | 318299.15 |
| median | 830223.495 |
| Q3 | 1997053.365 |
| 95-th percentile | 3883537.143 |
| Maximum | 4369229.81 |
| Range | 4369229.81 |
| Interquartile range (IQR) | 1678754.215 |
Descriptive statistics
| Standard deviation | 1206459.564 |
|---|---|
| Coefficient of variation (CV) | 0.9466550837 |
| Kurtosis | -0.1877695372 |
| Mean | 1274444.71 |
| Median Absolute Deviation (MAD) | 597608.915 |
| Skewness | 1.023328297 |
| Sum | 1.424694095 × 1012 |
| Variance | 1.455544679 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 378415.23 | 68 | < 0.1% |
| 561542.09 | 64 | < 0.1% |
| 392498.24 | 62 | < 0.1% |
| 155801.5 | 62 | < 0.1% |
| 272910.42 | 60 | < 0.1% |
| 510747.4 | 58 | < 0.1% |
| 31050.83 | 58 | < 0.1% |
| 472302.94 | 56 | < 0.1% |
| 1952315.07 | 56 | < 0.1% |
| 4075528.38 | 54 | < 0.1% |
| Other values (279103) | 1117296 |
| Value | Count | Frequency (%) |
| 0 | 37 | |
| 7538.12 | 2 | < 0.1% |
| 7539.59 | 2 | < 0.1% |
| 7542.95 | 2 | < 0.1% |
| 7552.6 | 2 | < 0.1% |
| 7610.03 | 7 | < 0.1% |
| 7616.33 | 7 | < 0.1% |
| 7629.05 | 7 | < 0.1% |
| 7634.98 | 7 | < 0.1% |
| 7661.04 | 7 | < 0.1% |
| Value | Count | Frequency (%) |
| 4369229.81 | 6 | < 0.1% |
| 4369111.13 | 20 | |
| 4369109.66 | 2 | < 0.1% |
| 4368969.85 | 8 | < 0.1% |
| 4368669.85 | 4 | < 0.1% |
| 4368612.45 | 4 | < 0.1% |
| 4368611.64 | 2 | < 0.1% |
| 4368565.7 | 14 | |
| 4368565.21 | 2 | < 0.1% |
| 4368556.95 | 4 | < 0.1% |
time_laden_stark_vorher
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 89181 |
|---|---|
| Distinct (%) | 8.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2818229.002 |
| Minimum | 0 |
|---|---|
| Maximum | 10915483.91 |
| Zeros | 10 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 205758.65 |
| Q1 | 1198590.79 |
| median | 2562775.87 |
| Q3 | 4068391.62 |
| 95-th percentile | 6747550.87 |
| Maximum | 10915483.91 |
| Range | 10915483.91 |
| Interquartile range (IQR) | 2869800.83 |
Descriptive statistics
| Standard deviation | 2025813.435 |
|---|---|
| Coefficient of variation (CV) | 0.7188249902 |
| Kurtosis | 1.050251071 |
| Mean | 2818229.002 |
| Median Absolute Deviation (MAD) | 1430975.66 |
| Skewness | 0.9537177129 |
| Sum | 3.150481292 × 1012 |
| Variance | 4.103920072 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 30926.87 | 3336 | 0.3% |
| 45485.58 | 3332 | 0.3% |
| 47752.61 | 3072 | 0.3% |
| 65091.73 | 2048 | 0.2% |
| 64965.14 | 1838 | 0.2% |
| 50677.12 | 1752 | 0.2% |
| 107133.97 | 148 | < 0.1% |
| 50763.51 | 142 | < 0.1% |
| 660927.42 | 140 | < 0.1% |
| 142718.24 | 140 | < 0.1% |
| Other values (89171) | 1101946 |
| Value | Count | Frequency (%) |
| 0 | 10 | |
| 1627.08 | 2 | < 0.1% |
| 6289.18 | 2 | < 0.1% |
| 9394.74 | 4 | < 0.1% |
| 9440.27 | 4 | < 0.1% |
| 9440.8 | 4 | < 0.1% |
| 9453.07 | 4 | < 0.1% |
| 9489.58 | 4 | < 0.1% |
| 9606.3 | 4 | < 0.1% |
| 9657.97 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 10915483.91 | 12 | |
| 10906299.36 | 16 | |
| 10899303.96 | 10 | |
| 10892484.17 | 10 | |
| 10869491.32 | 18 | |
| 10850409.36 | 4 | < 0.1% |
| 10846895.28 | 7 | < 0.1% |
| 10839779.61 | 14 | |
| 10839556.97 | 12 | |
| 10833802.61 | 8 |
time_pause_vorher
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 560650 |
|---|---|
| Distinct (%) | 50.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 889490.5416 |
| Minimum | 0 |
|---|---|
| Maximum | 5770552.51 |
| Zeros | 71 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 46880.21 |
| Q1 | 217789.74 |
| median | 649647.84 |
| Q3 | 1163133.353 |
| 95-th percentile | 2651651.051 |
| Maximum | 5770552.51 |
| Range | 5770552.51 |
| Interquartile range (IQR) | 945343.6125 |
Descriptive statistics
| Standard deviation | 898308.0015 |
|---|---|
| Coefficient of variation (CV) | 1.009912933 |
| Kurtosis | 4.315897176 |
| Mean | 889490.5416 |
| Median Absolute Deviation (MAD) | 462551.215 |
| Skewness | 1.876990027 |
| Sum | 9.943561395 × 1011 |
| Variance | 8.069572656 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 71 | < 0.1% |
| 6000 | 54 | < 0.1% |
| 300 | 34 | < 0.1% |
| 18600 | 32 | < 0.1% |
| 25800 | 32 | < 0.1% |
| 24600 | 32 | < 0.1% |
| 22200 | 32 | < 0.1% |
| 21000 | 32 | < 0.1% |
| 19800 | 32 | < 0.1% |
| 16200 | 32 | < 0.1% |
| Other values (560640) | 1117511 |
| Value | Count | Frequency (%) |
| 0 | 71 | |
| 300 | 34 | |
| 1200 | 22 | < 0.1% |
| 2400 | 22 | < 0.1% |
| 3600 | 22 | < 0.1% |
| 4800 | 22 | < 0.1% |
| 5700 | 32 | |
| 6000 | 54 | |
| 7200 | 22 | < 0.1% |
| 8400 | 22 | < 0.1% |
| Value | Count | Frequency (%) |
| 5770552.51 | 2 | |
| 5770552.35 | 2 | |
| 5770552.17 | 2 | |
| 5766952.17 | 2 | |
| 5766951.86 | 2 | |
| 5766951.68 | 2 | |
| 5766951.46 | 2 | |
| 5763351.46 | 2 | |
| 5763351.23 | 2 | |
| 5759751.23 | 2 |
| Distinct | 27116 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 133.2959911 |
| Minimum | 0 |
|---|---|
| Maximum | 169171.2 |
| Zeros | 475649 |
| Zeros (%) | 42.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.2 |
| Q3 | 38.54 |
| 95-th percentile | 300 |
| Maximum | 169171.2 |
| Range | 169171.2 |
| Interquartile range (IQR) | 38.54 |
Descriptive statistics
| Standard deviation | 977.7642105 |
|---|---|
| Coefficient of variation (CV) | 7.33528595 |
| Kurtosis | 6415.326839 |
| Mean | 133.2959911 |
| Median Absolute Deviation (MAD) | 0.2 |
| Skewness | 46.20583322 |
| Sum | 149010788.6 |
| Variance | 956022.8513 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 475649 | |
| 60 | 167120 | 14.9% |
| 300 | 56626 | 5.1% |
| 0.86 | 32071 | 2.9% |
| 0.01 | 15343 | 1.4% |
| 0.18 | 12426 | 1.1% |
| 0.17 | 12138 | 1.1% |
| 0.16 | 10721 | 1.0% |
| 3600 | 10698 | 1.0% |
| 0.2 | 10685 | 1.0% |
| Other values (27106) | 314417 |
| Value | Count | Frequency (%) |
| 0 | 475649 | |
| 0.01 | 15343 | 1.4% |
| 0.02 | 4937 | 0.4% |
| 0.03 | 796 | 0.1% |
| 0.04 | 2424 | 0.2% |
| 0.05 | 546 | < 0.1% |
| 0.06 | 390 | < 0.1% |
| 0.07 | 301 | < 0.1% |
| 0.08 | 205 | < 0.1% |
| 0.09 | 160 | < 0.1% |
| Value | Count | Frequency (%) |
| 169171.2 | 1 | |
| 166952.01 | 1 | |
| 166526.96 | 1 | |
| 166483.78 | 1 | |
| 162000.77 | 1 | |
| 156799.19 | 1 | |
| 154401.04 | 1 | |
| 154087.97 | 1 | |
| 136924.89 | 1 | |
| 134432.07 | 1 |
| Distinct | 642226 |
|---|---|
| Distinct (%) | 57.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2501567.533 |
| Minimum | 0 |
|---|---|
| Maximum | 11416948.64 |
| Zeros | 684 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 188048.3215 |
| Q1 | 663568.01 |
| median | 1485936.5 |
| Q3 | 3736390.243 |
| 95-th percentile | 7798453.685 |
| Maximum | 11416948.64 |
| Range | 11416948.64 |
| Interquartile range (IQR) | 3072822.233 |
Descriptive statistics
| Standard deviation | 2419130.569 |
|---|---|
| Coefficient of variation (CV) | 0.9670458772 |
| Kurtosis | 0.2881428619 |
| Mean | 2501567.533 |
| Median Absolute Deviation (MAD) | 1080925.04 |
| Skewness | 1.163548805 |
| Sum | 2.796487336 × 1012 |
| Variance | 5.852192711 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 405611.66 | 13208 | 1.2% |
| 405011.46 | 12024 | 1.1% |
| 1341971.38 | 9277 | 0.8% |
| 1578427.2 | 9179 | 0.8% |
| 1497579.63 | 7161 | 0.6% |
| 1469602.17 | 6428 | 0.6% |
| 3739006.82 | 5021 | 0.4% |
| 801984.51 | 4898 | 0.4% |
| 1682809.07 | 4749 | 0.4% |
| 801217.41 | 4205 | 0.4% |
| Other values (642216) | 1041744 |
| Value | Count | Frequency (%) |
| 0 | 684 | |
| 300 | 16 | < 0.1% |
| 300.17 | 1 | < 0.1% |
| 300.18 | 1 | < 0.1% |
| 300.19 | 1 | < 0.1% |
| 300.22 | 1 | < 0.1% |
| 300.24 | 1 | < 0.1% |
| 300.58 | 1 | < 0.1% |
| 300.78 | 1 | < 0.1% |
| 301.22 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 11416948.64 | 1 | |
| 11409748.64 | 1 | |
| 11406004.18 | 1 | |
| 11405704.18 | 1 | |
| 11394828.5 | 1 | |
| 11394648.67 | 1 | |
| 11394647.79 | 1 | |
| 11389247.79 | 1 | |
| 11389247.01 | 1 | |
| 11385647.01 | 1 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| batteryname_ | amperestunden | zyklus_ | comment_ | type_ | temperature_amax | temperature_amin | temperature_mean | time_amin | time_entladen_stark_vorher | time_entladen_leicht_vorher | time_laden_stark_vorher | time_pause_vorher | time_temp_hoch | time_temp_hoch_vorher | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | RW1 | 2.094997 | 0 | low current discharge at 0.04A | D | 18.79972 | 17.08313 | 17.939268 | 1538.07 | 0.0 | 188976.68 | 0.00 | 0.0 | 0.0 | 0.0 |
| 1 | RW1 | -2.120549 | 1 | low current charge | C | 18.64223 | 17.06738 | 17.867832 | 190514.75 | 0.0 | 188976.68 | 191271.64 | 0.0 | 0.0 | 0.0 |
| 2 | RW1 | -0.021099 | 2 | reference charge | C | 18.37451 | 18.09103 | 18.232178 | 381786.29 | 0.0 | 188976.68 | 194718.28 | 0.0 | 0.0 | 0.0 |
| 3 | RW1 | 2.000364 | 3 | reference discharge | D | 23.56742 | 18.39025 | 21.798768 | 385232.92 | 0.0 | 196178.50 | 194718.28 | 0.0 | 0.0 | 0.0 |
| 4 | RW1 | -2.005160 | 4 | reference charge | C | 25.28264 | 17.69732 | 20.055134 | 392434.74 | 0.0 | 196178.50 | 207816.73 | 0.0 | 0.0 | 0.0 |
| 5 | RW1 | 2.000250 | 5 | reference discharge | D | 24.06639 | 18.15403 | 21.449898 | 405533.19 | 0.0 | 203379.98 | 207816.73 | 0.0 | 0.0 | 0.0 |
| 6 | RW1 | 0.000000 | 6 | pulsed load (rest) | R | 18.35876 | 17.82331 | 18.001093 | 425723.63 | 0.0 | 203379.98 | 207816.73 | 1200.0 | 0.0 | 0.0 |
| 7 | RW1 | 0.166649 | 7 | pulsed load (discharge) | D | 19.83912 | 18.23277 | 19.234778 | 426923.66 | 0.0 | 203979.98 | 207816.73 | 1200.0 | 0.0 | 0.0 |
| 8 | RW1 | 0.000000 | 8 | pulsed load (rest) | R | 19.83912 | 18.76822 | 19.351673 | 427523.63 | 0.0 | 203979.98 | 207816.73 | 2400.0 | 0.0 | 0.0 |
| 9 | RW1 | 0.166652 | 9 | pulsed load (discharge) | D | 20.97899 | 19.24067 | 20.080216 | 428723.66 | 0.0 | 204579.98 | 207816.73 | 2400.0 | 0.0 | 0.0 |
Last rows
| batteryname_ | amperestunden | zyklus_ | comment_ | type_ | temperature_amax | temperature_amin | temperature_mean | time_amin | time_entladen_stark_vorher | time_entladen_leicht_vorher | time_laden_stark_vorher | time_pause_vorher | time_temp_hoch | time_temp_hoch_vorher | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1117884 | RW9 | 0.000000 | 113568 | rest (random walk) | R | 38.80146 | 38.78600 | 38.793730 | 12641068.65 | 319549.85 | 4139735.62 | 5113269.55 | 1093976.63 | 1.14 | 9.360014e+06 |
| 1117885 | RW9 | 0.062502 | 113569 | discharge (random walk) | D | 38.87875 | 38.32224 | 38.637165 | 12641069.82 | 319549.85 | 4140035.62 | 5113269.55 | 1093976.63 | 300.00 | 9.360314e+06 |
| 1117886 | RW9 | -1.077257 | 113570 | reference charge | C | 38.32224 | 31.36576 | 33.218995 | 12641369.82 | 319549.85 | 4140035.62 | 5144349.95 | 1093976.63 | 31080.40 | 9.391394e+06 |
| 1117887 | RW9 | 0.000000 | 113571 | rest post reference charge | R | 32.40151 | 32.37059 | 32.381562 | 12672450.19 | 319549.85 | 4140035.62 | 5144349.95 | 1094276.63 | 300.00 | 9.391694e+06 |
| 1117888 | RW9 | 0.748778 | 113572 | reference discharge | D | 38.29132 | 32.40151 | 35.719393 | 12672750.22 | 319549.85 | 4142731.52 | 5144349.95 | 1094276.63 | 2695.90 | 9.394390e+06 |
| 1117889 | RW9 | 0.000000 | 113573 | rest post reference discharge | R | 38.29132 | 30.73195 | 32.874813 | 12675446.09 | 319549.85 | 4142731.52 | 5144349.95 | 1101476.63 | 7200.00 | 9.401590e+06 |
| 1117890 | RW9 | -0.774939 | 113574 | reference charge | C | 34.13290 | 30.76287 | 32.242548 | 12682646.12 | 319549.85 | 4142731.52 | 5164882.66 | 1101476.63 | 20532.71 | 9.422123e+06 |
| 1117891 | RW9 | 0.000000 | 113575 | rest post reference charge | R | 32.47880 | 32.40151 | 32.446385 | 12703178.80 | 319549.85 | 4142731.52 | 5164882.66 | 1101776.63 | 300.00 | 9.422423e+06 |
| 1117892 | RW9 | 0.750203 | 113576 | reference discharge | D | 38.86329 | 32.46334 | 35.958514 | 12703478.83 | 319549.85 | 4145432.36 | 5164882.66 | 1101776.63 | 2700.84 | 9.425124e+06 |
| 1117893 | RW9 | 0.000000 | 113577 | rest post reference discharge | R | 38.86329 | 32.15417 | 33.766021 | 12706179.64 | 319549.85 | 4145432.36 | 5164882.66 | 1108976.63 | 7200.00 | 9.432324e+06 |